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Machines· 2026Q2

Generative AI vs. Traditional Machine Learning for Energy-Efficient and Circular Manufacturing in Industry 5.0: A Life-Cycle-Based Framework for Sustainable Manufacturing

Izabela Rojek, Dariusz Mikołajewski

Short summary

A new Industry 5.0 framework integrates Generative AI (GenAI) and traditional Machine Learning (ML) to optimize manufacturing for energy efficiency and circularity, showing potential for reduced resource consumption and improved eco-design.

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Field: Industrial and Manufacturing Engineering

Industrial and Manufacturing EngineeringEngineering